frame_forest_hyperopt family identity
The primary source explicitly identifies this named configuration with the linked prediction method/family.
Evidence
Source checking verifies the cited claim or transcription. It does not establish independent reproduction.
Evidence table
Inspect claims, sources and review details
Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.
One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.
14 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| attributes.field links:variant_of:uc20260930-method-frame-aware-k-mer-random-forest Context-only references | FramePool 2021 primary article S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 journal article XML; PMC8136849.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.field links:variant_of:uc20260930-method-frame-aware-k-mer-random-forest Context-only references | FramePool Supplementary Table S4 S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 published S4 XLSX | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
attributes.limitations1 values
| FramePool 2021 primary article S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 journal article XML; PMC8136849.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
attributes.limitations1 values
| FramePool Supplementary Table S4 S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 published S4 XLSX | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.source_locator S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Context-only references | FramePool 2021 primary article S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 journal article XML; PMC8136849.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.source_locator S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Context-only references | FramePool Supplementary Table S4 S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 published S4 XLSX | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.value uc20260930-method-frame-aware-k-mer-random-forest Context-only references | FramePool 2021 primary article S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 journal article XML; PMC8136849.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| attributes.value uc20260930-method-frame-aware-k-mer-random-forest Context-only references | FramePool Supplementary Table S4 S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 published S4 XLSX | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description The primary source explicitly identifies this named configuration with the linked prediction method/family. Context-only references | FramePool 2021 primary article S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 journal article XML; PMC8136849.1 | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
| description The primary source explicitly identifies this named configuration with the linked prediction method/family. Context-only references | FramePool Supplementary Table S4 S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions Shared locator for this statement’s cited sources; not a separate locator for each citation. Version: 2021 published S4 XLSX | not individually reviewed No individual claim review recorded Audit detailsField: Source artifact SHA-256: Hash scope: Hash scope not separately documented; inspect source record |
Sources and history
View linked audit checks and correction history
Release 2026-09-30-e37e3ab1284d · Record review: source checked
2 source records and release history
- FramePool 2021 primary article · Original source · 2021 journal article XML; PMC8136849.1
- FramePool Supplementary Table S4 · Original source · 2021 published S4 XLSX
Technical metadata and extraction receipts
Stable ID: uc20260930-config-family-e209cf703d16340f
- areas
- rna-transcriptomes
- field
- links:variant_of:uc20260930-method-frame-aware-k-mer-random-forest
- value
- uc20260930-method-frame-aware-k-mer-random-forest
- source locator
- S1/S4 Table; Methods Framepool model and Model training; S7–S8 figure captions
- review
- method: automated_source_review; reviewer: Codex experimental-use-case curation; date: 2026-09-30; reviewed at: 2026-09-30T21:40:59.576893+00:00; scope: Primary-source transcription and catalogue applicability audit; not human scientific review or independent experimental reproduction.
- limitations
- Family association does not assert equal checkpoints or transfer results to other configurations.
Related records
- subject: frame_forest_hyperopt